From The TimeSplitters Wiki

The ghosts, not to be confused with Ghost from Neo Tokyo, were black demons and the first enemy encountered in The Mansion Of Madness. They could only be defeated with the flamethrower.

Princess's Demons

Ghost like skull demons were enemies in the second battle with Princess. They disappeared when Princess was killed. They were, like the ghosts, NPCs.